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Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity
OBJECTIVES: Neuroimaging data suggest that pediatric overweight and obesity are associated with morphological alterations in gray matter (GM) brain structures, but previous studies using mainly voxel-based morphometry (VBM) showed inconsistent results. Here, we aimed to examine the relationship betw...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6193643/ https://www.ncbi.nlm.nih.gov/pubmed/30335775 http://dx.doi.org/10.1371/journal.pone.0205331 |
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author | Perlaki, Gabor Molnar, Denes Smeets, Paul A. M. Ahrens, Wolfgang Wolters, Maike Eiben, Gabriele Lissner, Lauren Erhard, Peter van Meer, Floor Herrmann, Manfred Janszky, Jozsef Orsi, Gergely |
author_facet | Perlaki, Gabor Molnar, Denes Smeets, Paul A. M. Ahrens, Wolfgang Wolters, Maike Eiben, Gabriele Lissner, Lauren Erhard, Peter van Meer, Floor Herrmann, Manfred Janszky, Jozsef Orsi, Gergely |
author_sort | Perlaki, Gabor |
collection | PubMed |
description | OBJECTIVES: Neuroimaging data suggest that pediatric overweight and obesity are associated with morphological alterations in gray matter (GM) brain structures, but previous studies using mainly voxel-based morphometry (VBM) showed inconsistent results. Here, we aimed to examine the relationship between youth obesity and the volume of predefined reward system structures using magnetic resonance (MR) volumetry. We also aimed to complement volumetry with VBM-style analysis. METHODS: Fifty-one Caucasian young subjects (32 females; mean age: 13.8±1.9, range: 10.2–16.5 years) were included. Subjects were selected from a subsample of the I.Family study examined in the Hungarian center. A T(1)-weighted 1 mm(3) isotropic resolution image was acquired. Age- and sex-standardized body mass index (zBMI) was assessed at the day of MRI and ~1.89 years (mean±SD: 689±188 days) before the examination. Obesity related GM alterations were investigated using MR volumetry in five predefined brain structures presumed to play crucial roles in body weight regulation (hippocampus, amygdala, accumbens, caudate, putamen), as well as whole-brain and regional VBM. RESULTS: The volumes of accumbens and amygdala showed significant positive correlations with zBMI, while their GM densities were inversely related to zBMI. Voxel-based GM mass also showed significant negative correlation with zBMI when investigated in the predefined amygdala region, but this relationship was mediated by GM density. CONCLUSIONS: Overweight/obesity related morphometric brain differences already seem to be present in children/adolescents. Our work highlights the disparity between volume and VBM-derived measures and that GM mass (combination of volume and density) is not informative in the context of obesity related volumetric changes. To better characterize the association between childhood obesity and GM morphometry, a combination of volumetric segmentation and VBM methods, as well as future longitudinal studies are necessary. Our results suggest that childhood obesity is associated with enlarged structural volumes, but decreased GM density in the reward system. |
format | Online Article Text |
id | pubmed-6193643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61936432018-11-05 Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity Perlaki, Gabor Molnar, Denes Smeets, Paul A. M. Ahrens, Wolfgang Wolters, Maike Eiben, Gabriele Lissner, Lauren Erhard, Peter van Meer, Floor Herrmann, Manfred Janszky, Jozsef Orsi, Gergely PLoS One Research Article OBJECTIVES: Neuroimaging data suggest that pediatric overweight and obesity are associated with morphological alterations in gray matter (GM) brain structures, but previous studies using mainly voxel-based morphometry (VBM) showed inconsistent results. Here, we aimed to examine the relationship between youth obesity and the volume of predefined reward system structures using magnetic resonance (MR) volumetry. We also aimed to complement volumetry with VBM-style analysis. METHODS: Fifty-one Caucasian young subjects (32 females; mean age: 13.8±1.9, range: 10.2–16.5 years) were included. Subjects were selected from a subsample of the I.Family study examined in the Hungarian center. A T(1)-weighted 1 mm(3) isotropic resolution image was acquired. Age- and sex-standardized body mass index (zBMI) was assessed at the day of MRI and ~1.89 years (mean±SD: 689±188 days) before the examination. Obesity related GM alterations were investigated using MR volumetry in five predefined brain structures presumed to play crucial roles in body weight regulation (hippocampus, amygdala, accumbens, caudate, putamen), as well as whole-brain and regional VBM. RESULTS: The volumes of accumbens and amygdala showed significant positive correlations with zBMI, while their GM densities were inversely related to zBMI. Voxel-based GM mass also showed significant negative correlation with zBMI when investigated in the predefined amygdala region, but this relationship was mediated by GM density. CONCLUSIONS: Overweight/obesity related morphometric brain differences already seem to be present in children/adolescents. Our work highlights the disparity between volume and VBM-derived measures and that GM mass (combination of volume and density) is not informative in the context of obesity related volumetric changes. To better characterize the association between childhood obesity and GM morphometry, a combination of volumetric segmentation and VBM methods, as well as future longitudinal studies are necessary. Our results suggest that childhood obesity is associated with enlarged structural volumes, but decreased GM density in the reward system. Public Library of Science 2018-10-18 /pmc/articles/PMC6193643/ /pubmed/30335775 http://dx.doi.org/10.1371/journal.pone.0205331 Text en © 2018 Perlaki et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Perlaki, Gabor Molnar, Denes Smeets, Paul A. M. Ahrens, Wolfgang Wolters, Maike Eiben, Gabriele Lissner, Lauren Erhard, Peter van Meer, Floor Herrmann, Manfred Janszky, Jozsef Orsi, Gergely Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
title | Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
title_full | Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
title_fullStr | Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
title_full_unstemmed | Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
title_short | Volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
title_sort | volumetric gray matter measures of amygdala and accumbens in childhood overweight/obesity |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6193643/ https://www.ncbi.nlm.nih.gov/pubmed/30335775 http://dx.doi.org/10.1371/journal.pone.0205331 |
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